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For questions related to the credit assignment problem, i.e. determine which and how actions contribute to a certain outcome, which is the main problem that reinforcement learning algorithms attempt to solve.

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What is the credit assignment problem?

In reinforcement learning (RL), the credit assignment problem (CAP) seems to be an important problem. What is the CAP? Why is it relevant to RL?
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